Qwen Main
Strong Chinese business language and structured extraction.
88Reliable structured extraction
AI Agent for Legal and Finance Extraction
Find agents for contracts, invoices, dates, amounts, missing fields, and reliable JSON outputs.
Best for: Legal ops, finance ops, procurement, and internal automation teams
DeepSeek Main
Sorted by critical-failure rate, not a universal safety guarantee.
DeepSeek Main
Prioritizes cost tier, then score.
Decision checklist
- Does it return valid JSON every time?
- Does it use null or explicit notes for missing fields?
- Does it avoid hallucinated signing dates, amounts, and parties?
Recommended next steps
- Prioritize agents with strong format pass and low critical-failure rates.
- Run repeated tests on your own contract and invoice templates.
- Keep a validation layer before data enters downstream systems.
Related evidence
| chinese-contract-field-extraction | Qwen Main | 96 |